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Performance Comparison of OpenBLAS* and Intel® Math Kernel Library in R

Today, scientific and business industries collect large amounts of data, analyze them, and make decisions based on the outcome of the analysis. This paper compares the performance of Basic Linear Algebra Subprograms (BLAS), libraries OpenBLAS, and the Intel® Math Kernel Library (Intel® MKL).
Authored by Nguyen, Khang T (Intel) Last updated on 07/06/2019 - 16:40
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Using Intel Data Analytics Acceleration Library on Apache Spark*

Apache Spark* (http://spark.apache.org/) is a fast and general engine for large-scale data processing.

Authored by Zhang, Zhang (Intel) Last updated on 03/11/2019 - 13:17
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Using Intel® Data Analytics Acceleration Library to Improve the Performance of Naïve Bayes Algorithm in Python*

This article discusses machine learning and describes a machine learning method/algorithm called Naïve Bayes (NB) [2]. It also describes how to use Intel® Data Analytics Acceleration Library (Intel® DAAL) [3] to improve the performance of an NB algorithm.
Authored by Nguyen, Khang T (Intel) Last updated on 07/06/2019 - 16:40
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Building Large-Scale Image Feature Extraction with BigDL at JD.com

This article shares the experience and lessons learned from Intel and JD teams in building a large-scale image feature extraction framework using deep learning on Apache Spark* and BigDL.
Authored by Jason Dai (Intel) Last updated on 05/30/2019 - 15:56
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Soundcloud* Podcast: Understanding Deep Learning for Apache Spark* with Jason Dai

In this episode of the Data Show, O'Reilly Radar spoke with Jason Dai, CTO of big data technologies at Intel, and co-chair of Strata + Hadoop World Beijing.

Authored by admin Last updated on 03/11/2019 - 13:17
File Wrapper

Parallel Universe Magazine - Issue 28, April 2017

Authored by admin Last updated on 03/21/2019 - 12:00
Video

Use Analytics Zoo Keras Style API to Solve Regression Problems

Authored by admin Last updated on 05/30/2019 - 14:00
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Use Analytics Zoo Keras style API to solve classification problem

This tutorial shows using Analytics Zoo's Keras style API to solve a classification problem.

Authored by admin Last updated on 06/04/2019 - 07:14
Video

Analytics Zoo Introduction

This video covers Analytics Zoo Overview. Analytics Zoo provides a unified analytics and AI platform, bringing together Apache Spark*, BigDL, Tensorflow* and Keras.

Authored by admin Last updated on 06/07/2019 - 11:34
Video

TensorFlow* on Apache Spark* with Analytics Zoo

Analytics Zoo features TensorFlow*, which allows you to train and deploy TensorFlow and Keras models on Apache Spark* clusters.

Authored by admin Last updated on 08/15/2019 - 11:17